"A Study on Multidimensional Medical Data Processing Based on Random Forest."

Lifeng Zhang, Hongyan Cui, Roy E. Welsch, Wei Ke, Chuyuan Zhang, Gene R.H. Fry, and Chan Ton Lam. In IEEE International Conference of Universal Village, edited by Chan Tong Lam, Chuyuan Zhang, Gene R.H. Fry, and Wei Ke. Boston, MA: October 2020.

"Kernel Dependence Analysis and Graph Structure Mrophing for Novelty Detection with High-dimensional Small Size Data Set."

Mohammadi-Ghazi, Reza, Roy E. Welsch, and Oral Büyüköztürk. Mechanical Systems and Signal Processing Vol. 143, (2020): 106775.

"Dual Autoencoders Generative Adversarial Network for Imbalanced Classification Problem."

Wu, Ensen, Hongyan Cui, and Roy E. Welsch. IEEE Access Vol. 8, (2020).

"TRANSCOMPP: Understanding Phenotypic Plasticity by Estimating Markov Transition Rates for Cell State Transitions."

Jagannathan, Suhas N., Mario O. Ihsan, Xiao Xuan Kin, Roy E. Welsch, Marie-Véronique Clement, Lisa Tucker-Kellogg. Bioinformatics Vol. 36, No. 9 (2020): 2813–2820.

"Ambivert Degree Identifies Crucial Brain Functional Hubs and Improves Detection of Alzheimer's Disease and Autism Spectrum Disorder."

Gupta, Sukrit, Jagath C. Rajapakse, and Roy Welsch. NeuroImage: Clinical Vol. 25, (2020): 102186.

"Genetic Programming for Domain Adaptation in Product Reviews."

Iti Chaturvedi, Erik Cambria, Sandro Cavallari,and Roy E. Welsch. In IEEE Congress on Evolutionary Computation, Glasgow, UK: 2020.